Surgical dentistry at dataset scale – annotated down to the keyframe.
A production line, not an archive. Recording runs year-round and the pipeline never sits idle – while you read this, the next cases are being recorded, narrated and annotated behind the ones already shipped. Dual native-4K cameras, the operating surgeon narrating as he works, six expert-verified annotation layers. IRB-approved, consented for commercial use.
Request dataset access See the annotation schemaStart here
Four questions, four pages.
What you receive →
The clip with every layer drawn on it, the six-layer schema, and the file tree that lands in your bucket for each case.
How it is made →
The blind control pass, measured agreement, the production line behind the cases, and the procedure classes one protocol covers.
What you may do with it →
Commercial development named in the consent form, the IRB protocol, Safe Harbor de-identification, and how this compares with the alternatives.
Why it exists →
The surgeon behind the data, and the apprenticeship this corpus is stage one of.
Access
Two ways in.
Open sample – free
A CC BY 4.0 sample of the annotated corpus, live on Hugging Face: 1,009 annotated keyframes, the six-layer annotation JSON, the surgeon's transcript, a LeRobot v2.1 export and a 7-minute annotated demo. Browse it in the dataset viewer before downloading anything.
Commercial license – the corpus and the line
The flagship annotated case with all six layers and full documentation today; two further annotated cases – a maxillary full-arch and a maxillary sinus surgery – as they clear release; new cases entering the pipeline continuously as the line records year-round; commissioned procedure-class datasets to specification. DUA, individual terms – conversations happen over email and calls, not forms.
What we are looking for
Robotics and surgical-AI teams who need language-grounded clinical data · commissioned datasets for specific procedure classes – from wisdom teeth to orthognathic · research collaborations on weak/scalable labeling – a second pass labeled without the surgeon's audio gives a ready-made benchmark · dataset partnerships with implant and navigation manufacturers · grant and consortium partners for scaling annotation to the full recording volume.
Request access
Tell us who you are and how to reach you. Conversations about scope, term and exclusivity happen over email and calls, not forms – this is just the way in.